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cemco (version 0.2)

Fit 'CemCO' Algorithm

Description

'CemCO' algorithm, a model-based (Gaussian) clustering algorithm that removes/minimizes the effects of undesirable covariates during the clustering process both in cluster centroids and in cluster covariance structures (Relvas C. & Fujita A., (2020) ).

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Version

Install

install.packages('cemco')

Monthly Downloads

177

Version

0.2

License

GPL (>= 2)

Maintainer

Andre Fujita

Last Published

April 25th, 2023

Functions in cemco (0.2)

CemCO

Fit CemCO algorithm using multiple threads of the machine
EStep

Calculate the E step of the CemCO algorithm with covariates effects on distributions means.
LogLike

Log likelihood of the CemCO algorithm with covariates effects on distributions means.
LogLikeVar

Log likelihood of the CemCO algorithm with covariates effects on distributions means and distributions covariance matrices.
EStepVar

Calculate the E step of the CemCO algorithm with covariates effects on distributions means and distributions covariance matrices.
CemCOVar

Fit CemCO algorithm with covariates effects on cluster centroids and covariance matrices.